47 citations · 80 across the 2 of their papers we have counts for
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eess.SY2020★ 33 cited
Input Convex Neural Networks for Building MPC
Felix Bünning, Adrian Schalbetter, Ahmed Aboudonia +3
Model Predictive Control in buildings can significantly reduce their energy consumption. The cost and effort necessary for creating and maintaining first principle models for build…
eess.SY2020★ 47 cited
Robust MPC with data-driven demand forecasting for frequency regulation with heat pumps
Felix Bünning, Joseph Warrington, Philipp Heer +2
With the increased amount of volatile renewable energy sources connected to the electricity grid, and the phase-out of fossil fuel based power plants, there is an increased need fo…